├── .gitignore ├── LICENSE ├── README.md ├── data ├── .gitignore └── activations.json ├── floods ├── __init__.py ├── config │ ├── __init__.py │ ├── base.py │ ├── preproc.py │ ├── testing.py │ └── training.py ├── datasets │ ├── __init__.py │ ├── base.py │ └── flood.py ├── logging │ ├── __init__.py │ ├── console.py │ ├── empty.py │ ├── functional.py │ └── tensorboard.py ├── losses │ ├── __init__.py │ └── functional.py ├── metrics │ ├── __init__.py │ └── functional.py ├── models │ ├── __init__.py │ ├── architectures │ │ ├── __init__.py │ │ ├── base_model.py │ │ ├── deeplabv3_plus.py │ │ ├── pspnet.py │ │ ├── resnet.py │ │ └── unet.py │ ├── base.py │ ├── decoders │ │ ├── __init__.py │ │ ├── deeplab.py │ │ ├── pspnet.py │ │ └── unet.py │ ├── encoders.py │ └── modules.py ├── prepare.py ├── preproc.py ├── testing.py ├── trainer │ ├── __init__.py │ ├── base.py │ ├── callbacks.py │ └── flood.py ├── training.py ├── transforms.py └── utils │ ├── __init__.py │ ├── common.py │ ├── gis.py │ ├── ml.py │ ├── schedulers.py │ ├── tiling │ ├── __init__.py │ ├── functional.py │ └── smooth.py │ └── torchsummary.py ├── notebooks ├── explore.ipynb ├── pseudolabels.ipynb ├── test_otsu.ipynb ├── tiling.ipynb └── visualize.ipynb ├── outputs └── .gitignore ├── requirements.txt ├── resources └── samples.png ├── run.py ├── scripts ├── .gitignore └── train.sh ├── setup.cfg └── tests ├── __init__.py ├── conftest.py ├── test_augs.py ├── test_datasets.py ├── test_losses.py ├── test_lr_scheduler.py ├── test_metrics.py └── test_models.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/edornd/mmflood/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/edornd/mmflood/HEAD/LICENSE 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